Production control of a manufacturing system subject to deterioration
In this paper we consider a control problem for a manufacturing system comprising a single machine subject to a deterioration process. The system produces a single part type and the model is fluid. The objective is to minimize a long term average cost index which penalizes both inventory surplus and...
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Published in | Proceedings of the 44th IEEE Conference on Decision and Control pp. 4670 - 4675 |
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Main Authors | , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
2005
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Subjects | |
Online Access | Get full text |
ISBN | 9780780395671 0780395670 |
ISSN | 0191-2216 |
DOI | 10.1109/CDC.2005.1582899 |
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Abstract | In this paper we consider a control problem for a manufacturing system comprising a single machine subject to a deterioration process. The system produces a single part type and the model is fluid. The objective is to minimize a long term average cost index which penalizes both inventory surplus and backlog. The machine deterioration rate depends on the production rate and a maintenance operation is performed when the deterioration reaches a specified alarm level. In this paper it is shown that the optimal control operates the machine alternating the maximum production capacity with idle or conservative periods (policy μ-d-μ) if the machine deterioration rate is a concave function of the production rate while it is a continuous feedback function of the buffer level if the deterioration rate is convex. This confirms the results obtained in the past for Markov failure prone systems. |
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AbstractList | In this paper we consider a control problem for a manufacturing system comprising a single machine subject to a deterioration process. The system produces a single part type and the model is fluid. The objective is to minimize a long term average cost index which penalizes both inventory surplus and backlog. The machine deterioration rate depends on the production rate and a maintenance operation is performed when the deterioration reaches a specified alarm level. In this paper it is shown that the optimal control operates the machine alternating the maximum production capacity with idle or conservative periods (policy μ-d-μ) if the machine deterioration rate is a concave function of the production rate while it is a continuous feedback function of the buffer level if the deterioration rate is convex. This confirms the results obtained in the past for Markov failure prone systems. |
Author | Martinelli, F. Piedimonte, F. |
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Snippet | In this paper we consider a control problem for a manufacturing system comprising a single machine subject to a deterioration process. The system produces a... |
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StartPage | 4670 |
SubjectTerms | Continuous production Control systems Costs Failure analysis Feedback Manufacturing systems Optimal control Product safety Production control Switches |
Title | Production control of a manufacturing system subject to deterioration |
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